Radar / AI coding tools / AI Engineering Fluency
AI Engineering Fluency: Strava-style analytics for how you code with AI
Open-source suite for VS Code, JetBrains and Visual Studio that reads local AI coding-assistant session logs and scores developer prompting habits with a Copilot Fluency Score dashboard.
Why it matters
Measures the human, not the model: it turns free session logs from Claude Code, Copilot, Codex and OpenCode into private skill reports without spending extra tokens.
What you could build with it
A dev-tools startup could build a team coaching product on the same log-reading approach, aggregating per-developer fluency scores for engineering managers; the result is targeted AI-training programs that measurably lift prompt quality and agent adoption across an organization.
Does it hold up?
Too early to judge: announced hours ago with no reported stars or reviews yet; the 100%-local, zero-extra-token design is plausible but unproven in the wild.
Built with AI Engineering Fluency
- AI Engineering Fluency on the VS Code Marketplacemarketplace · Official marketplace listing with full feature docs for the Fluency Score dashboard, usage analysis and local-session analytics.
- HN discussion thread for AI Engineering Fluencyhn · Launch-day HN thread (posted 11:42 UTC) announcing the extension for VS Code, JetBrains and Visual Studio.
Learn more
First spotted on github: source.
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